# onboarding

Published articles for onboarding.

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## Build a unified CI/CD control plane with Red Hat Developer Hub

DevFeed: [Build a unified CI/CD control plane with Red Hat Developer Hub](<https://devfeed.tech/articles/build-a-unified-ci-cd-control-plane-with-red-hat-developer-hub-41391.md>)

Original publisher: [Read original article](<https://developers.redhat.com/articles/2026/09/17/build-unified-cicd-control-plane-red-hat-developer-hub>)

Author: Rishabh Singh

Published: 2026-09-17T13:16:44Z

Content type: tutorial

Language: en

Sources: [Red Hat Developer](<https://devfeed.tech/sources/red-hat-developer.md>)

Topics: [internal developer portal](<https://devfeed.tech/topics/internal-developer-portal.md>), [Backstage](<https://devfeed.tech/topics/backstage.md>), [argo-cd](<https://devfeed.tech/topics/argo-cd.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>)

Tags: [argo-cd](<https://devfeed.tech/tags/argo-cd.md>), [backstage](<https://devfeed.tech/tags/backstage.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [cognitive-load](<https://devfeed.tech/tags/cognitive-load.md>), [developer-portal](<https://devfeed.tech/tags/developer-portal.md>), [developer-productivity](<https://devfeed.tech/tags/developer-productivity.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [openshift](<https://devfeed.tech/tags/openshift.md>), [platform](<https://devfeed.tech/tags/platform.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>)

### AI overview

This guide explains how platform engineers can deploy and configure Red Hat Developer Hub as a unified developer portal for Red Hat OpenShift, Argo CD, Tekton, Quay, and related deployment information. It describes aggregating pipeline runs, deployment health, and container image tags in one view, along with software templates for self-service project bootstrapping.

### Source excerpt

If your engineering teams waste time context-switching between Red Hat OpenShift, Argo CD, Tekton, and Quay, your platform needs a unified developer portal. The post Build a unified CI/CD control plane with Red Hat Developer Hub appeared first on Red Hat Developer.

## KYC Onboarding: From Signup to Accepting Payments

DevFeed: [KYC Onboarding: From Signup to Accepting Payments](<https://devfeed.tech/articles/kyc-onboarding-from-signup-to-accepting-payments-34923.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/kyc-onboarding/>)

Author: Deepak Jangir

Published: 2026-09-17T00:00:00Z

Content type: tutorial

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Requirements](<https://devfeed.tech/topics/requirements.md>), [Security, Privacy and Abuse Prevention](<https://devfeed.tech/topics/security-privacy-and-abuse-prevention.md>), [account](<https://devfeed.tech/topics/account.md>), [Website](<https://devfeed.tech/topics/website.md>)

Tags: [account](<https://devfeed.tech/tags/account.md>), [business](<https://devfeed.tech/tags/business.md>), [credentials](<https://devfeed.tech/tags/credentials.md>), [guide](<https://devfeed.tech/tags/guide.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [payments](<https://devfeed.tech/tags/payments.md>), [saas](<https://devfeed.tech/tags/saas.md>), [verification](<https://devfeed.tech/tags/verification.md>), [website](<https://devfeed.tech/tags/website.md>)

### AI overview

This guide explains KYC onboarding for online sellers, including the identity, eligibility, ownership, bank account, and website checks payment providers may perform before enabling payments and payouts. It outlines the onboarding sequence, common causes of delays, and differences between freelancers and companies.

### Source excerpt

What KYC onboarding involves when you sign up to sell online: the stages, the documents, why applications stall, and how it differs for freelancers and companies.

## Tips for giving your first code reviews

DevFeed: [Tips for giving your first code reviews](<https://devfeed.tech/articles/tips-for-giving-your-first-code-reviews-27412.md>)

Original publisher: [Read original article](<http://engineering.khanacademy.org/posts/tips-for-code-reviews.htm>)

Author: Khan Academy

Published: 2017-09-18T22:00:00Z

Content type: tutorial

Language: en

Sources: [Khan Academy](<https://devfeed.tech/sources/khan-academy.md>)

Topics: [Code review](<https://devfeed.tech/topics/code-review.md>), [engineering-culture](<https://devfeed.tech/topics/engineering-culture.md>)

Tags: [advice](<https://devfeed.tech/tags/advice.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [code-reviews](<https://devfeed.tech/tags/code-reviews.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [internship](<https://devfeed.tech/tags/internship.md>), [mobile](<https://devfeed.tech/tags/mobile.md>), [news](<https://devfeed.tech/tags/news.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [tips](<https://devfeed.tech/tags/tips.md>)

### AI overview

Hannah Blumberg shares practical advice for people conducting code reviews for the first time. She explains how asking questions and working through reviews with a teammate can help new reviewers contribute, learn, and communicate feedback effectively.

### Source excerpt

By Hannah Blumberg At Khan Academy, (nearly) every piece of code that goes into our codebase has been ... Read more

## Khan Academy: a new employee's primer

DevFeed: [Khan Academy: a new employee's primer](<https://devfeed.tech/articles/khan-academy-a-new-employee-s-primer-27395.md>)

Original publisher: [Read original article](<http://engineering.khanacademy.org/posts/new-employees-primer.htm>)

Author: Khan Academy

Published: 2015-07-20T22:00:00Z

Content type: article

Language: en

Sources: [Khan Academy](<https://devfeed.tech/sources/khan-academy.md>)

Topics: [Job](<https://devfeed.tech/topics/job.md>)

Tags: [developer](<https://devfeed.tech/tags/developer.md>), [developers](<https://devfeed.tech/tags/developers.md>), [education](<https://devfeed.tech/tags/education.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [news](<https://devfeed.tech/tags/news.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [organization](<https://devfeed.tech/tags/organization.md>), [people](<https://devfeed.tech/tags/people.md>), [startup](<https://devfeed.tech/tags/startup.md>), [web-frontend](<https://devfeed.tech/tags/web-frontend.md>), [work](<https://devfeed.tech/tags/work.md>)

### AI overview

Riley Shaw describes the onboarding experience after joining Khan Academy's developer team. The article highlights advance communication, supportive team messages, an assigned onboarding mentor, and early one-on-one time with a manager.

### Source excerpt

By Riley Shaw I recently joined the developer team at Khan Academy. Since arriving I've been surprised by ... Read more

## How Ninth Wave built AI-powered open finance onboarding on Amazon Bedrock

DevFeed: [How Ninth Wave built AI-powered open finance onboarding on Amazon Bedrock](<https://devfeed.tech/articles/how-ninth-wave-built-ai-powered-open-finance-onboarding-on-amazon-bedrock-21548.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/machine-learning/how-ninth-wave-built-ai-powered-open-finance-onboarding-on-amazon-bedrock/>)

Author: Shawn Kelly

Published: 2026-09-14T15:58:57Z

Content type: article

Language: en

Sources: [Artificial Intelligence](<https://devfeed.tech/sources/artificial-intelligence.md>)

Topics: [Amazon Bedrock AgentCore](<https://devfeed.tech/topics/amazon-bedrock-agentcore.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [API](<https://devfeed.tech/topics/api.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [Security](<https://devfeed.tech/topics/security.md>), [Finance](<https://devfeed.tech/topics/finance.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [ai](<https://devfeed.tech/tags/ai.md>), [amazon-bedrock](<https://devfeed.tech/tags/amazon-bedrock.md>), [amazon-bedrock-agentcore](<https://devfeed.tech/tags/amazon-bedrock-agentcore.md>), [apis](<https://devfeed.tech/tags/apis.md>), [customer-solutions](<https://devfeed.tech/tags/customer-solutions.md>), [fintech](<https://devfeed.tech/tags/fintech.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [pci-dss](<https://devfeed.tech/tags/pci-dss.md>), [security](<https://devfeed.tech/tags/security.md>), [soc-2](<https://devfeed.tech/tags/soc-2.md>)

### AI overview

The article describes how Ninth Wave built Compass, a multi-agent AI onboarding assistant powered by Amazon Bedrock AgentCore. Compass helps financial institutions validate bank APIs, map fields to Financial Data Exchange standards, and score production readiness while supporting secure, compliant open finance connectivity.

### Source excerpt

Learn how Ninth Wave built Compass, a multi-agent AI onboarding assistant on Amazon Bedrock AgentCore that validates bank APIs against Financial Data Exchange (FDX) standards, scores compliance, and compresses open finance onboarding from weeks to minutes while meeting SOC 2 and PCI DSS requirements.

## Getting started with Oracle Database@AWS: A complete onboarding guide

DevFeed: [Getting started with Oracle Database@AWS: A complete onboarding guide](<https://devfeed.tech/articles/getting-started-with-oracle-database-aws-a-complete-onboarding-guide-4700.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/database/getting-started-with-oracle-databaseaws-a-complete-onboarding-guide/>)

Author: Raghu Soma

Published: 2026-09-08T16:59:29Z

Content type: tutorial

Language: en

Sources: [AWS Database Blog](<https://devfeed.tech/sources/aws-database-blog.md>)

Topics: [Oracle Database](<https://devfeed.tech/topics/oracle-database.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [AWS IAM](<https://devfeed.tech/topics/aws-iam.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [aws-marketplace](<https://devfeed.tech/tags/aws-marketplace.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [database](<https://devfeed.tech/tags/database.md>), [guide](<https://devfeed.tech/tags/guide.md>), [iam](<https://devfeed.tech/tags/iam.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [intermediate-200](<https://devfeed.tech/tags/intermediate-200.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [oracle](<https://devfeed.tech/tags/oracle.md>), [oracle-database-aws](<https://devfeed.tech/tags/oracle-database-aws.md>)

### AI overview

A step-by-step guide to onboarding Oracle Database@AWS, covering service selection, AWS Marketplace offers, prerequisites, OCI tenancy linking, and IAM configuration before provisioning.

### Source excerpt

A practical, step-by-step guide to getting Oracle Database@AWS up and running. It covers the five procurement and onboarding steps, from securing your AWS Marketplace offer through validating prerequisites, linking your OCI tenancy, and configuring IAM, so you can move from purchase to a provisioning-ready environment.

## How AI-native companies turn workflows into operating capability

DevFeed: [How AI-native companies turn workflows into operating capability](<https://devfeed.tech/articles/how-ai-native-companies-turn-workflows-into-operating-capability-6291.md>)

Original publisher: [Read original article](<https://openai.com/index/ai-native-company-workflows>)

Published: 2026-09-01T17:00:00Z

Content type: article

Language: en

Sources: [OpenAI News](<https://devfeed.tech/sources/openai-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [account-management](<https://devfeed.tech/tags/account-management.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-adoption](<https://devfeed.tech/tags/ai-adoption.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [codex](<https://devfeed.tech/tags/codex.md>), [developer](<https://devfeed.tech/tags/developer.md>), [experimentation](<https://devfeed.tech/tags/experimentation.md>), [integration](<https://devfeed.tech/tags/integration.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [tools](<https://devfeed.tech/tags/tools.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

The article explains how Basis, Clay, and Exa Labs embed AI agents into onboarding, account management, and developer integrations. It presents a progression from teaching agents stable processes to giving them persistent context and enabling tested action, with emphasis on repeatability, measurement, trust, and continuous improvement.

### Source excerpt

Basis, Clay, and Exa Labs use AI agents to improve onboarding, account management, and developer integrations. See what enterprise leaders can apply.

## A World Cup-Era Police Software Project Faced Severe Staffing and Infrastructure Constraints

DevFeed: [A World Cup-Era Police Software Project Faced Severe Staffing and Infrastructure Constraints](<https://devfeed.tech/articles/tales-from-the-world-cup-28513.md>)

Original publisher: [Read original article](<https://thedailywtf.com/articles/tales-from-the-world-cup>)

Author: Ellis Morning

Published: 2026-08-31T06:30:00Z

Content type: opinion

Language: en

Sources: [The Daily WTF](<https://devfeed.tech/sources/the-daily-wtf.md>)

Topics: [Software](<https://devfeed.tech/topics/software.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Website](<https://devfeed.tech/topics/website.md>), [App](<https://devfeed.tech/topics/app.md>), [servers](<https://devfeed.tech/topics/servers.md>), [incident](<https://devfeed.tech/topics/incident.md>)

Tags: [app](<https://devfeed.tech/tags/app.md>), [brazil](<https://devfeed.tech/tags/brazil.md>), [bugs](<https://devfeed.tech/tags/bugs.md>), [feature-articles](<https://devfeed.tech/tags/feature-articles.md>), [hiring](<https://devfeed.tech/tags/hiring.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [server](<https://devfeed.tech/tags/server.md>), [software](<https://devfeed.tech/tags/software.md>), [systems](<https://devfeed.tech/tags/systems.md>), [website](<https://devfeed.tech/tags/website.md>)

### AI overview

An anonymous submitter recounts a rushed 2014 project in Brazil to build a police system before the World Cup. The project combined public websites, police-car location tracking, automated reporting, and real-time incident submissions, but faced severe staffing, scheduling, infrastructure, and software bug problems.

### Source excerpt

All I can say in response to our anonymous submitter's story is, ALMOST?! With the World Cup being hosted in North America this year, I remembered this story that happened back in 2014. At the time I was working in Brazil, for a company that builds software systems for public services. And, with the World Cup being hosted there, in came the opportunity for local agencies to invest in modernization, with pretty much a blank check to get new services, so long as it was deployed before the end of the World Cup. And so the sales people did what they did best, and went around trying to upsell whoever would be willing to buy -- no matter our actual capacity for developing the things. So it was that I was pulled into this new fancy digital system for the police force of a state capital. However, we had only about 4 engineers available, and what they sold was a project estimated for a team of 20, to be delivered in 3 months, with no room for delay. And it wasn't just our core C&D product, but this massive thing with customized public-facing websites, live tracking of the position of different police cars delivered to a tablet in each car, automated reporting, etc. First thing: We received a pile of 24 resumes, and were told to choose 16 of those. Maybe 3 were acceptable, but we had to waste 1 month hiring and onboarding 13 other people who were worse than useless. Classic man-month problem. We eventually had to tell management that nothing would be delivered this way, so they did the very best next thing: fly us to this other city, so we could work embedded there, in full crunch mode for the delivery. We pretty much worked 12+ hours a day, 7 days a week, for those next 2 weeks. Another situation: they wanted this system where people could take a photo of an incident in progress, and submit via this app + website, to be verified by an operator in real-time. We nicknamed it the "dick-pic encyclopedia." Even worse, we only had the budget to run a single server, so this thing re

## How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify in PHP

DevFeed: [How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify in PHP](<https://devfeed.tech/articles/how-to-approve-real-users-and-block-fake-accounts-at-sign-up-with-lookup-and-verify-in-php-16096.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/developers/tutorials/product/block-fake-accounts-lookup-verify-php>)

Author: Kelley Robinson, Matthew Setter

Published: 2026-08-31T00:00:00Z

Content type: tutorial

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [PHP](<https://devfeed.tech/topics/php.md>), [API](<https://devfeed.tech/topics/api.md>), [Tutorial](<https://devfeed.tech/topics/tutorial.md>), [data](<https://devfeed.tech/topics/data.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [code](<https://devfeed.tech/tags/code.md>), [developer-insights](<https://devfeed.tech/tags/developer-insights.md>), [fake-accounts](<https://devfeed.tech/tags/fake-accounts.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [github](<https://devfeed.tech/tags/github.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [lookup](<https://devfeed.tech/tags/lookup.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [php](<https://devfeed.tech/tags/php.md>), [sign-up](<https://devfeed.tech/tags/sign-up.md>), [verifications-and-identity](<https://devfeed.tech/tags/verifications-and-identity.md>), [verify](<https://devfeed.tech/tags/verify.md>)

### AI overview

This tutorial shows how to use Twilio Lookup and Verify with PHP to collect a user's name and phone number, apply layered phone and identity checks, and block likely fake accounts during sign-up.

### Source excerpt

Learn how to collect a user's name and phone number and conduct a multi-step orchestrated identity verification flow with Twilio's Lookup API.

## How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify

DevFeed: [How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify](<https://devfeed.tech/articles/how-to-approve-real-users-and-block-fake-accounts-at-sign-up-with-lookup-and-verify-16095.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/developers/tutorials/product/block-fake-accounts-lookup-verify-node>)

Author: Kelley Robinson

Published: 2026-08-31T00:00:00Z

Content type: tutorial

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [Node.js](<https://devfeed.tech/topics/node-js.md>), [Tutorial](<https://devfeed.tech/topics/tutorial.md>), [API](<https://devfeed.tech/topics/api.md>), [Security](<https://devfeed.tech/topics/security.md>), [JavaScript](<https://devfeed.tech/topics/javascript.md>), [Bot](<https://devfeed.tech/topics/bot.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [bots](<https://devfeed.tech/tags/bots.md>), [developer-insights](<https://devfeed.tech/tags/developer-insights.md>), [fake-accounts](<https://devfeed.tech/tags/fake-accounts.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [javascript](<https://devfeed.tech/tags/javascript.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>), [verification](<https://devfeed.tech/tags/verification.md>)

### AI overview

This tutorial shows JavaScript developers how to build a Node.js onboarding flow with Twilio Lookup and Verify. It combines line type checks, line status checks, name-to-phone identity matching, and SMS OTP verification to filter fake accounts and fraud while minimizing friction for legitimate users.

### Source excerpt

Build a secure Node.js onboarding flow with Twilio. This tutorial covers 4 layers of defense: Line Type checks, Line Status, Identity Match (name-to-phone), and SMS OTP verification to stop bots and fraud.

## A new getting started experience for ClickHouse Managed Postgres

DevFeed: [A new getting started experience for ClickHouse Managed Postgres](<https://devfeed.tech/articles/a-new-getting-started-experience-for-clickhouse-managed-postgres-5109.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/clickhouse-managed-postgres-onboarding>)

Author: Cristina Albu; Yashpreet Bathla

Published: 2026-08-28T12:55:15Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [clickhouse](<https://devfeed.tech/topics/clickhouse.md>), [data](<https://devfeed.tech/topics/data.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Replication](<https://devfeed.tech/topics/replication.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [cli](<https://devfeed.tech/tags/cli.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [data](<https://devfeed.tech/tags/data.md>), [docs](<https://devfeed.tech/tags/docs.md>), [getting-started](<https://devfeed.tech/tags/getting-started.md>), [guide](<https://devfeed.tech/tags/guide.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [postgres](<https://devfeed.tech/tags/postgres.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [replication](<https://devfeed.tech/tags/replication.md>)

### AI overview

ClickHouse Managed Postgres introduces a four-step onboarding experience that guides users from provisioning a Postgres service to loading data, querying it, and replicating it to ClickHouse for real-time analytics.

### Source excerpt

See how a four-step onboarding flow helps users move from provisioning ClickHouse Managed Postgres to querying operational data and running real-time analytics with ClickHouse.

## How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify in C#

DevFeed: [How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify in C#](<https://devfeed.tech/articles/how-to-approve-real-users-and-block-fake-accounts-at-sign-up-with-lookup-and-verify-in-c-16094.md>)

Original publisher: [Read original article](<https://www.twilio.com/en-us/blog/developers/tutorials/product/block-fake-accounts-lookup-verify-csharp>)

Author: Amanda Lange, Dhruv Patel, Kelley Robinson

Published: 2026-08-28T00:00:00Z

Content type: tutorial

Language: en

Sources: [Twilio Blog](<https://devfeed.tech/sources/twilio-blog.md>)

Topics: [C#](<https://devfeed.tech/topics/csharp.md>), [API](<https://devfeed.tech/topics/api.md>), [.NET 9](<https://devfeed.tech/topics/net-9.md>)

Tags: [auth](<https://devfeed.tech/tags/auth.md>), [c-sharp](<https://devfeed.tech/tags/c-sharp.md>), [developer-insights](<https://devfeed.tech/tags/developer-insights.md>), [fake-accounts](<https://devfeed.tech/tags/fake-accounts.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [lookup](<https://devfeed.tech/tags/lookup.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [sign-up](<https://devfeed.tech/tags/sign-up.md>), [verification](<https://devfeed.tech/tags/verification.md>), [verify](<https://devfeed.tech/tags/verify.md>)

### AI overview

This tutorial shows C# developers how to combine Twilio Lookup and Twilio Verify to screen phone numbers during sign-up, verify identity, and block fake accounts. It covers line-type, reachability, identity-match, and phone-possession checks.

### Source excerpt

How to Approve Real Users and Block Fake Accounts at Sign Up with Lookup and Verify in C Sharp

## How to start the AI-accelerated defense

DevFeed: [How to start the AI-accelerated defense](<https://devfeed.tech/articles/how-to-start-the-ai-accelerated-defense-1898.md>)

Original publisher: [Read original article](<https://1password.com/blog/ai-assisted-detection-engineering>)

Author: info@1password.com (Wade Wells)

Published: 2026-08-27T00:00:00Z

Content type: article

Language: en

Sources: [Blog on 1Password Blog](<https://devfeed.tech/sources/blog-on-1password-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Detection engineering](<https://devfeed.tech/topics/detection-engineering.md>), [Prompt Engineering](<https://devfeed.tech/topics/prompt-engineering.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [log management](<https://devfeed.tech/topics/log-management.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-adoption](<https://devfeed.tech/tags/ai-adoption.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [llm](<https://devfeed.tech/tags/llm.md>), [logging](<https://devfeed.tech/tags/logging.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [security](<https://devfeed.tech/tags/security.md>), [validation](<https://devfeed.tech/tags/validation.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

This article explains how a security team began adopting AI for detection engineering by supplying the documentation and workflow context that AI systems lack. It covers an AI Detection Engineering stack involving logging pipelines, log onboarding, detection validation, threat modeling, and detection logic, and shows why better context produces more reliable results than relying on prompts or increasingly powerful models.

### Source excerpt

Early on in the AI adoption boom, I gained a reputation for just throwing everything at it to see what would stick. That wasn't the most effective strategy, and my token usage was crazy high. There are a ton of talks and posts on all the cool ways you can use AI for detection engineering, but I didn't see any that showed you where to begin. So, this isn't another blog about why you need to use AI in your defensive workflows. It seems most people understand why we need that. My focus is to show how our team got started and realized that providing AI with the necessary context is key to detection engineering successfully adopting AI. This is not just about building detection logic, but that is one of the goals. This foundation helps create the AI Detection Engineering stack: logging pipelines, log onboarding, detection validation, threat modeling, and more. An LLM does not know your stack, so out of the box it has limited value in a security review. In our experience, reliable results depend less on the fanciest model and more on the documentation and context around the workflow. If a human reads your log inventory and still has to ask three people what the ingestion method is, your agent does too. Why cold prompting fails When we first started using AI tooling, we realized prompts alone could get stuff done, but the output was inconsistent. Fields were missed, assumptions were made, and some detection logic was wrong. We saw it write queries that would not work in our SIEM. Usually these were around wildcards. The playbooks it wrote were generic, the tuning was poor, and some detections were just bad. With enough re-prompting, the output would improve, but it always required some massaging. The effort invested in the agent inputs had a noticeable impact on the quality of the outputs. TL;DR: garbage in, garbage out. Where our context came from At the start, this was just internal documentation we built to make our own lives easier. It started with new-hire materials a

## Elevating app quality: Reducing memory usage and improving device migration

DevFeed: [Elevating app quality: Reducing memory usage and improving device migration](<https://devfeed.tech/articles/elevating-app-quality-reducing-memory-usage-and-improving-device-migration-22690.md>)

Original publisher: [Read original article](<http://android-developers.googleblog.com/2026/08/app-quality-memory-optimization-secure-onboarding.html>)

Author: Android Developers (noreply@blogger.com)

Published: 2026-08-26T17:00:00Z

Content type: news

Language: en

Sources: [Android Developers Blog](<https://devfeed.tech/sources/android-developers-blog-3.md>)

Topics: [Android](<https://devfeed.tech/topics/android.md>), [Google Play](<https://devfeed.tech/topics/google-play.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Mobile](<https://devfeed.tech/topics/mobile.md>)

Tags: [android](<https://devfeed.tech/tags/android.md>), [google-play](<https://devfeed.tech/tags/google-play.md>), [memory](<https://devfeed.tech/tags/memory.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [optimization](<https://devfeed.tech/tags/optimization.md>)

### AI overview

Google Play is introducing Android app and game quality requirements covering memory footprint, code optimization, and secure device-migration login. The article describes new performance thresholds and Play Console tools intended to help developers identify and address excessive memory use.

### Source excerpt

Posted by Raghavendra Hareesh Pottamsetty, GM, Google Play Developer & Monetization Maintaining a healthy Android ecosystem is a shared commitment where every app and game has a role to play. To help you deliver the premium experiences users expect, Google Play is introducing two new quality requirements: one focused on reducing app memory footprint, and another on providing a secure, seamless device migration experience. First, to help developers navigate industry-wide hardware constraints and Android's broader memory limits, Google Play is establishing new performance thresholds. Second, as part of our broader commitment to elevate app quality, we are introducing a new onboarding standard to simplify and secure login during device upgrades. Reducing app memory usage and optimizing code The mobile industry is navigating significant hardware supply constraints that are altering device memory availability that over time can negatively impact the user experience. Android is addressing this challenge head-on with broader memory limits that aim to protect the overall user experience from apps using excess memory and causing system-wide slowdowns. Building on this, today Google Play is establishing performance thresholds to help developers ensure their apps continue to deliver the premium experience users expect. This includes new thresholds across dynamic memory usage, bitmap usage, and code optimization to prevent unexpected on-device performance throttling and app terminations. Dynamic memory usage (anonymous RSS + swap): This tracks the memory used for your app's private data storage, including both active and compressed memory. It excludes files stored on the device, such as code or assets. We will assess this usage across different app states (like when your app is in use or running in the background) and device performance categories. Bitmap memory usage: This evaluates the memory consumed by bitmaps. While bitmaps occupy memory when your app is in the foreground,

## Elevating app quality: Reducing memory usage and improving device migration

DevFeed: [Elevating app quality: Reducing memory usage and improving device migration](<https://devfeed.tech/articles/elevating-app-quality-reducing-memory-usage-and-improving-device-migration-4233.md>)

Original publisher: [Read original article](<https://android-developers.googleblog.com/2026/08/app-quality-memory-optimization-secure-onboarding.html>)

Author: Android Developers (noreply@blogger.com)

Published: 2026-08-26T17:00:00Z

Content type: article

Language: en

Sources: [Android Developers Blog](<https://devfeed.tech/sources/android-developers-blog.md>), [Android Developers Blog](<https://devfeed.tech/sources/android-developers-blog-2.md>)

Topics: [Android](<https://devfeed.tech/topics/android.md>), [App](<https://devfeed.tech/topics/app.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Code](<https://devfeed.tech/topics/code.md>), [Google](<https://devfeed.tech/topics/google.md>)

Tags: [android](<https://devfeed.tech/tags/android.md>), [apps](<https://devfeed.tech/tags/apps.md>), [code](<https://devfeed.tech/tags/code.md>), [developers](<https://devfeed.tech/tags/developers.md>), [google](<https://devfeed.tech/tags/google.md>), [memory](<https://devfeed.tech/tags/memory.md>), [migration](<https://devfeed.tech/tags/migration.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [performance](<https://devfeed.tech/tags/performance.md>)

### AI overview

Google Play is introducing quality requirements for Android apps and games focused on reducing memory usage and improving secure device migration. The article outlines thresholds for dynamic memory, bitmap memory, and DEX code optimization, along with Play Console tools and future diagnostics to help developers meet them.

### Source excerpt

Posted by Raghavendra Hareesh Pottamsetty, GM, Google Play Developer & Monetization Maintaining a healthy Android ecosystem is a shared commitment where every app and game has a role to play. To help you deliver the premium experiences users expect, Google Play is introducing two new quality requirements: one focused on reducing app memory footprint, and another on providing a secure, seamless device migration experience. First, to help developers navigate industry-wide hardware constraints and Android's broader memory limits, Google Play is establishing new performance thresholds. Second, as part of our broader commitment to elevate app quality, we are introducing a new onboarding standard to simplify and secure login during device upgrades. Reducing app memory usage and optimizing code The mobile industry is navigating significant hardware supply constraints that are altering device memory availability that over time can negatively impact the user experience. Android is addressing this challenge head-on with broader memory limits that aim to protect the overall user experience from apps using excess memory and causing system-wide slowdowns. Building on this, today Google Play is establishing performance thresholds to help developers ensure their apps continue to deliver the premium experience users expect. This includes new thresholds across dynamic memory usage, bitmap usage, and code optimization to prevent unexpected on-device performance throttling and app terminations. Dynamic memory usage (anonymous RSS + swap): This tracks the memory used for your app's private data storage, including both active and compressed memory. It excludes files stored on the device, such as code or assets. We will assess this usage across different app states (like when your app is in use or running in the background) and device performance categories. Bitmap memory usage: This evaluates the memory consumed by bitmaps. While bitmaps occupy memory when your app is in the foreground,

## PyCharm & Django Fall Fundraiser

DevFeed: [PyCharm & Django Fall Fundraiser](<https://devfeed.tech/articles/pycharm-django-fall-fundraiser-3551.md>)

Original publisher: [Read original article](<https://www.djangoproject.com/weblog/2026/aug/25/pycharm-django-fall-fundraiser/>)

Author: Jeff Triplett

Published: 2026-08-25T19:45:00Z

Content type: news

Language: en

Sources: [The Django weblog](<https://devfeed.tech/sources/the-django-weblog.md>)

Topics: [Django](<https://devfeed.tech/topics/django.md>), [PyCharm](<https://devfeed.tech/topics/pycharm.md>), [ide](<https://devfeed.tech/topics/ide.md>), [Python](<https://devfeed.tech/topics/python.md>)

Tags: [collaboration](<https://devfeed.tech/tags/collaboration.md>), [community](<https://devfeed.tech/tags/community.md>), [developers](<https://devfeed.tech/tags/developers.md>), [django](<https://devfeed.tech/tags/django.md>), [events](<https://devfeed.tech/tags/events.md>), [framework](<https://devfeed.tech/tags/framework.md>), [growth](<https://devfeed.tech/tags/growth.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [partnership](<https://devfeed.tech/tags/partnership.md>), [pycharm](<https://devfeed.tech/tags/pycharm.md>), [python](<https://devfeed.tech/tags/python.md>), [support](<https://devfeed.tech/tags/support.md>)

### AI overview

Django and JetBrains are running a fall fundraiser in which new or renewed PyCharm licenses are offered at a 30% discount, with JetBrains matching the contribution to the Django Software Foundation. The campaign supports Django maintenance, community programs, events, contributor onboarding, and the Foundation's planned Executive Director role.

### Source excerpt

We are back with our friends at JetBrains for the second of the two "Buy PyCharm, Support Django" fundraisers we run together each year. Our spring campaign was the first. It remains one of the most impactful ways the community can support the Django Software Foundation. Your support of this campaign helps fund key initiatives such as: A Django Executive Director: Funding our first Executive Director, who will lead fundraising, operations, and community coordination for the Foundation. Django Fellows: Ensuring the rapid development and maintenance of Django. Django Girls: Making the Django community accessible to programming beginners around the world. International events and conferences: Supporting DjangoCons, one-day events, meetups, and other community gatherings around the world. Djangonaut Space: Onboarding new contributors to the Django project. The Executive Director role is new, which is why this campaign matters more than usual. The DSF raises around $300,000 a year today. Reaching $500,000 is what makes a full-time Executive Director sustainable, and campaigns like this one are how we close that gap. If leading that work sounds like you, applications are open until September 14, 2026. How the campaign works The campaign runs until September 10, 2026. When you buy a new PyCharm license or renew an existing one at a 30% discount through our special campaign link, JetBrains will donate an equal amount to the Django Software Foundation. You get a professional IDE that is trusted by Django developers worldwide, and the DSF receives a matched contribution. Get 30% off PyCharm, Support Django Thank you, JetBrains Beyond this campaign, JetBrains contributes to the Django ecosystem in ways that are easy to overlook but hard to overstate. The 2026 Django Developers Survey was published earlier this summer, and along with the Python Developers Survey, it gives the entire community a clearer picture of where Django and Python are heading each year. "JetBrains is one

## Introducing the Admin plugin for ChatGPT Work and Codex

DevFeed: [Introducing the Admin plugin for ChatGPT Work and Codex](<https://devfeed.tech/articles/introducing-the-admin-plugin-for-chatgpt-work-and-codex-6476.md>)

Original publisher: [Read original article](<https://openai.com/index/introducing-admin-plugin>)

Published: 2026-08-25T00:00:00Z

Content type: release

Language: en

Sources: [OpenAI News](<https://devfeed.tech/sources/openai-news.md>)

Topics: [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>), [codex](<https://devfeed.tech/topics/codex.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [Slack](<https://devfeed.tech/topics/slack.md>)

Tags: [ai-adoption](<https://devfeed.tech/tags/ai-adoption.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [codex](<https://devfeed.tech/tags/codex.md>), [enablement](<https://devfeed.tech/tags/enablement.md>), [microsoft-teams](<https://devfeed.tech/tags/microsoft-teams.md>), [monitor](<https://devfeed.tech/tags/monitor.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [reduce](<https://devfeed.tech/tags/reduce.md>), [slack](<https://devfeed.tech/tags/slack.md>), [tools](<https://devfeed.tech/tags/tools.md>), [update](<https://devfeed.tech/tags/update.md>), [work](<https://devfeed.tech/tags/work.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

OpenAI introduces an Admin plugin for ChatGPT Work and Codex that lets administrators analyze workspace usage, manage members and permissions, adjust limits, and handle requests in one conversation. It also supports recurring checks and workflows that route approvals to Slack or Microsoft Teams while keeping changes within existing roles and permissions.

### Source excerpt

Use the Admin plugin for ChatGPT Work and Codex to analyze workspace usage, manage members and permissions, adjust limits, and act on admin requests.

## Enterprise-managed auth for the Supabase MCP server

DevFeed: [Enterprise-managed auth for the Supabase MCP server](<https://devfeed.tech/articles/enterprise-managed-auth-for-the-supabase-mcp-server-366.md>)

Original publisher: [Read original article](<https://supabase.com/blog/enterprise-managed-auth-for-the-supabase-mcp-server>)

Author: Cemal Kılıç; Greg Richardson

Published: 2026-08-24T07:00:00Z

Content type: release

Language: en

Sources: [Supabase Blog](<https://devfeed.tech/sources/supabase-blog.md>)

Topics: [MSP MCP](<https://devfeed.tech/topics/msp-mcp.md>), [AI Chat](<https://devfeed.tech/topics/ai-chat.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [auth](<https://devfeed.tech/tags/auth.md>), [identity](<https://devfeed.tech/tags/identity.md>), [management](<https://devfeed.tech/tags/management.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [oauth](<https://devfeed.tech/tags/oauth.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Supabase has made enterprise-managed authentication for its MCP server generally available on Team and Enterprise plans. Okta-based centralized access in Claude applies each employee's existing Supabase roles and permissions.

### Source excerpt

Enterprise IT admins can now manage access to Supabase in Claude centrally through Okta, scoped to each person's existing permissions.

## What's new in ECK 3.5

DevFeed: [What's new in ECK 3.5](<https://devfeed.tech/articles/what-s-new-in-eck-3-5-4846.md>)

Original publisher: [Read original article](<https://www.elastic.co/blog/whats-new-elastic-cloud-on-kubernetes-3-5>)

Author: Kostas Stamatakis

Published: 2026-08-20T00:00:00Z

Content type: release

Language: en

Sources: [Elastic Blog - Elasticsearch, Kibana, and ELK Stack](<https://devfeed.tech/sources/elastic-blog-elasticsearch-kibana-and-elk-stack.md>)

Topics: [Elastic Cloud](<https://devfeed.tech/topics/elastic-cloud.md>)

Tags: [cloud](<https://devfeed.tech/tags/cloud.md>), [cloud-native-kubernetes](<https://devfeed.tech/tags/cloud-native-kubernetes.md>), [elastic-cloud](<https://devfeed.tech/tags/elastic-cloud.md>), [elasticsearch](<https://devfeed.tech/tags/elasticsearch.md>), [feature](<https://devfeed.tech/tags/feature.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [memory](<https://devfeed.tech/tags/memory.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [platform](<https://devfeed.tech/tags/platform.md>), [release](<https://devfeed.tech/tags/release.md>), [resource](<https://devfeed.tech/tags/resource.md>), [scale](<https://devfeed.tech/tags/scale.md>), [security](<https://devfeed.tech/tags/security.md>), [selectors](<https://devfeed.tech/tags/selectors.md>), [tls](<https://devfeed.tech/tags/tls.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

ECK 3.5 adds label-selector-based namespace management, pausable orchestration for maintenance, and automatic mutual TLS client certificates across Elasticsearch-connected components.

### Source excerpt

ECK 3.5 brings dynamic namespace management via label selectors, pause orchestration for safe maintenance windows, mutual TLS across all stack components, simplified resource specs, and a reduced operator memory footprint.

## Jamf Administrators: Your Backup Deployment Just Got Simpler

DevFeed: [Jamf Administrators: Your Backup Deployment Just Got Simpler](<https://devfeed.tech/articles/jamf-administrators-your-backup-deployment-just-got-simpler-12323.md>)

Original publisher: [Read original article](<https://www.backblaze.com/blog/jamf-administrators-your-backup-deployment-just-got-simpler/>)

Author: Kari Wilson

Published: 2026-08-19T13:28:18Z

Content type: article

Language: en

Sources: [Backblaze Blog | Cloud Storage & Cloud Backup](<https://devfeed.tech/sources/backblaze-blog-cloud-storage-cloud-backup.md>)

Topics: [Deployment](<https://devfeed.tech/topics/deployment.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [App](<https://devfeed.tech/topics/app.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>)

Tags: [app](<https://devfeed.tech/tags/app.md>), [backing-up](<https://devfeed.tech/tags/backing-up.md>), [backup](<https://devfeed.tech/tags/backup.md>), [businessbackup](<https://devfeed.tech/tags/businessbackup.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [featured](<https://devfeed.tech/tags/featured.md>), [featured-backing-up](<https://devfeed.tech/tags/featured-backing-up.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [provisioning](<https://devfeed.tech/tags/provisioning.md>)

### AI overview

This article explains how Backblaze simplifies backup deployment for Mac fleets managed with Jamf. It describes fixed-email matching for devices with known owners, dynamic user detection for devices assigned later, and the ability to combine both methods within one deployment.

### Source excerpt

Simplify Mac backup deployment with Backblaze and Jamf. Flexible user matching reduces manual setup, streamlines onboarding, and helps IT teams protect every device using their existing Jamf workflows. The post Jamf Administrators: Your Backup Deployment Just Got Simpler appeared first on Backblaze Blog | Cloud Storage & Cloud Backup

## Simplified onboarding for deepsec

DevFeed: [Simplified onboarding for deepsec](<https://devfeed.tech/articles/simplified-onboarding-for-deepsec-1099.md>)

Original publisher: [Read original article](<https://vercel.com/changelog/simplified-onboarding-for-deepsec>)

Author: Malte Ubl

Published: 2026-08-10T00:00:00Z

Content type: release

Language: en

Sources: [Vercel News](<https://devfeed.tech/sources/vercel-news.md>)

Topics: [Open Source](<https://devfeed.tech/topics/open-source.md>), [Security](<https://devfeed.tech/topics/security.md>), [Vercel](<https://devfeed.tech/topics/vercel.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [dependencies](<https://devfeed.tech/tags/dependencies.md>), [model](<https://devfeed.tech/tags/model.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [security](<https://devfeed.tech/tags/security.md>), [vercel](<https://devfeed.tech/tags/vercel.md>)

### AI overview

Vercel's open-source deepsec security review harness now provides simplified repository onboarding through a single command. It sets up an isolated workspace, configures model access, analyzes the codebase and attack surface, scans for patterns, and starts an AI review, with checkpointed resumption after interruptions or limits.

### Source excerpt

deepsec, the open-source security review harness from Vercel, now lets you set up a repository and run its first security review with a single command. The init command now automates the standard setup process: creates the isolated .deepsec/ workspace, the only thing added to your repository, and installs its dependencies configures model access, through Vercel AI Gateway or your own provider keys generates a description of the codebase and its attack surface that every later review depends on runs a pattern scan, generating extra scan patterns where the built-in set leaves coverage gaps starts the AI review of the flagged files Setup is checkpointed after each step. If a run stops, whether from closing the process, a failed step, or a hit cost or duration limit, re-running init resumes from the last completed step. Run npx deepsec init to start your first scan, or read the docs to learn more. Read more

## Internal Developer Portal: How Do I Get Started?

DevFeed: [Internal Developer Portal: How Do I Get Started?](<https://devfeed.tech/articles/internal-developer-portal-how-do-i-get-started-12248.md>)

Original publisher: [Read original article](<https://www.port.io/blog/internal-developer-portal-how-do-i-get-started>)

Author: Sooraj Shah

Published: 2026-07-30T10:23:42Z

Content type: article

Language: en

Sources: [Developer Experience & Platform Engineering Blog | Port](<https://devfeed.tech/sources/developer-experience-platform-engineering-blog-port.md>)

Topics: [internal developer portal](<https://devfeed.tech/topics/internal-developer-portal.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [dev-tools](<https://devfeed.tech/topics/dev-tools.md>), [Microservice](<https://devfeed.tech/topics/microservice.md>), [Cloud Native Ecosystem](<https://devfeed.tech/topics/cloud-native-ecosystem.md>), [.NET MAUI](<https://devfeed.tech/topics/net-maui.md>)

Tags: [catalog](<https://devfeed.tech/tags/catalog.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [dev-tools](<https://devfeed.tech/tags/dev-tools.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [developer-portal](<https://devfeed.tech/tags/developer-portal.md>), [internal-developer-portal](<https://devfeed.tech/tags/internal-developer-portal.md>), [jobs](<https://devfeed.tech/tags/jobs.md>), [microservices](<https://devfeed.tech/tags/microservices.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [platform](<https://devfeed.tech/tags/platform.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [user-stories](<https://devfeed.tech/tags/user-stories.md>)

### AI overview

This article explains how platform engineering teams can start an internal developer portal by building a focused minimum viable product. It recommends reducing developer complexity, grounding the portal in real use cases and user stories, gathering stakeholder feedback, and improving the portal iteratively.

### Source excerpt

You're using more dev tools that solve different problems, and now your breaking the developer experience. Learn the first steps to get started.

## Why Integrations Are the Core of Platform Engineer Onboarding

DevFeed: [Why Integrations Are the Core of Platform Engineer Onboarding](<https://devfeed.tech/articles/why-integrations-are-the-core-of-platform-engineer-onboarding-12314.md>)

Original publisher: [Read original article](<https://www.port.io/blog/why-integrations-are-the-core-of-platform-engineer-onboarding>)

Author: Liza Sokol

Published: 2026-07-30T10:13:18Z

Content type: article

Language: en

Sources: [Developer Experience & Platform Engineering Blog | Port](<https://devfeed.tech/sources/developer-experience-platform-engineering-blog-port.md>)

Topics: [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [internal developer portal](<https://devfeed.tech/topics/internal-developer-portal.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>), [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [engineering](<https://devfeed.tech/tags/engineering.md>), [github](<https://devfeed.tech/tags/github.md>), [integrations](<https://devfeed.tech/tags/integrations.md>), [internal-developer-portal](<https://devfeed.tech/tags/internal-developer-portal.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [observability](<https://devfeed.tech/tags/observability.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [platform](<https://devfeed.tech/tags/platform.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [provisioning](<https://devfeed.tech/tags/provisioning.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

### AI overview

The article explains that integrations are the foundation of platform engineering onboarding in Port. Connecting systems such as GitHub, Jira, Kubernetes, Datadog, and Terraform supplies the data needed for software catalogs, self-service workflows, scorecards, standards, observability, and engineering insights.

### Source excerpt

Learn why integrations are the foundation of platform engineering onboarding -- and how Port helps teams automate, standardize, and accelerate platform setup.

## The empathy gap: Why your platform needs UX, not just APIs

DevFeed: [The empathy gap: Why your platform needs UX, not just APIs](<https://devfeed.tech/articles/the-empathy-gap-why-your-platform-needs-ux-not-just-apis-12234.md>)

Original publisher: [Read original article](<https://platformengineering.org/blog/the-empathy-gap-why-your-platform-needs-ux-not-just-apis>)

Author: Tatiana Mikhaleva

Published: 2026-07-23T05:40:01Z

Content type: article

Language: en

Sources: [Platform Engineering Blog](<https://devfeed.tech/sources/platform-engineering-blog.md>)

Topics: [User experience (UX)](<https://devfeed.tech/topics/ux.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [internal developer platform](<https://devfeed.tech/topics/internal-developer-platform.md>), [Developer Platform](<https://devfeed.tech/topics/developer-platform.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Backstage](<https://devfeed.tech/topics/backstage.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>), [dora metrics](<https://devfeed.tech/topics/dora-metrics.md>)

Tags: [backstage](<https://devfeed.tech/tags/backstage.md>), [developer-platform](<https://devfeed.tech/tags/developer-platform.md>), [dora-metrics](<https://devfeed.tech/tags/dora-metrics.md>), [idp](<https://devfeed.tech/tags/idp.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [logs](<https://devfeed.tech/tags/logs.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [product-design](<https://devfeed.tech/tags/product-design.md>), [terraform](<https://devfeed.tech/tags/terraform.md>), [ux](<https://devfeed.tech/tags/ux.md>)

### AI overview

The article argues that Internal Developer Platforms should be designed as products with strong UX, not exposed as collections of APIs. It describes how cognitive friction, unclear errors, outdated documentation, and tool switching reduce developer adoption and productivity. It recommends visual engineering practices such as pipeline graphs, actionable failure messages, and service status dashboards, while questioning an exclusive focus on DORA metrics.

### Source excerpt

Discover "the empathy gap" in platform engineering. Learn why relying only on APIs and DORA metrics leads to low Internal Developer Platform (IDP) adoption, and how treating your platform as a product with great UX can reduce cognitive friction and bring developers joy

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